{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5758dbfd",
   "metadata": {},
   "source": [
    "# 卷积"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3c2e5780",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "卷积计算结果：\n",
      "y[0] = 2.0\n",
      "y[1] = 7.0\n",
      "y[2] = 10.0\n",
      "y[3] = 15.0\n",
      "y[4] = 14.0\n",
      "y[5] = 10.0\n",
      "y[6] = 4.0\n",
      "y[7] = 1.0\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 1200x800 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 定义卷积函数\n",
    "def convolution(x, h):\n",
    "    Nx = len(x)\n",
    "    Nh = len(h)\n",
    "    y = np.zeros(Nx + Nh - 1)\n",
    "    for n in range(len(y)):\n",
    "        for k in range(max(0, n - Nh + 1), min(n + 1, Nx)):\n",
    "            y[n] += x[k] * h[n - k]\n",
    "    return y\n",
    "\n",
    "x = np.array([2, 1, 3, 2, 1])\n",
    "h = np.array([1, 3, 2, 1])\n",
    "\n",
    "y = convolution(x, h)\n",
    "print(\"卷积计算结果：\")\n",
    "for i, value in enumerate(y):\n",
    "    print(f\"y[{i}] = {value}\")\n",
    "\n",
    "plt.figure(figsize=(12, 8))\n",
    "\n",
    "# 输入信号\n",
    "plt.subplot(3, 1, 1)\n",
    "plt.stem(np.arange(len(x)), x)\n",
    "plt.title('Input Signal x[n]')\n",
    "plt.ylabel('Amplitude')\n",
    "\n",
    "# 脉冲响应\n",
    "plt.subplot(3, 1, 2)\n",
    "plt.stem(np.arange(len(h)), h)\n",
    "plt.title('Impulse Response h[n]')\n",
    "plt.ylabel('Amplitude')\n",
    "\n",
    "# 卷积结果\n",
    "plt.subplot(3, 1, 3)\n",
    "plt.stem(np.arange(len(y)), y)\n",
    "plt.title('Convolution Result y[n]')\n",
    "plt.xlabel('Sample Index')\n",
    "plt.ylabel('Amplitude')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8891bc57",
   "metadata": {},
   "source": [
    "# 平均滤波器"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e92f33ac",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 生成滤波前的信号\n",
    "t = np.linspace(0, 1, 1000)\n",
    "original_signal = 5 * np.sin(2 * np.pi * 10 * t) + 3 * np.random.randn(1000)\n",
    "\n",
    "# 定义平均滤波器函数\n",
    "def average_filter(signal, filter_size):\n",
    "    filtered_signal = np.zeros_like(signal)\n",
    "    for i in range(len(signal)):\n",
    "        start = max(0, i - filter_size // 2)\n",
    "        end = min(len(signal), i + filter_size // 2 + 1)\n",
    "        filtered_signal[i] = np.mean(signal[start:end])\n",
    "    return filtered_signal\n",
    "\n",
    "# 使用平均滤波器滤波（滤波器大小为5）\n",
    "filtered_signal = average_filter(original_signal, 5)\n",
    "\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# 滤波前信号\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(t, original_signal)\n",
    "plt.title('Original Signal')\n",
    "plt.ylabel('Amplitude')\n",
    "\n",
    "# 滤波后信号\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.plot(t, filtered_signal)\n",
    "plt.title('Filtered Signal (Average Filter, Size = 5)')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Amplitude')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8599d221",
   "metadata": {},
   "source": [
    "# 高斯滤波器"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4cc70544",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.signal as signal\n",
    "\n",
    "# 生成滤波前的信号\n",
    "t = np.linspace(0, 1, 1000)\n",
    "original_signal = 8 * np.sin(2 * np.pi * 8 * t) + 4 * np.random.randn(1000)\n",
    "\n",
    "# 设置高斯滤波器参数\n",
    "sigma = 2\n",
    "filter_size = 6 * sigma + 1\n",
    "\n",
    "# 生成高斯滤波器系数\n",
    "gauss = signal.gaussian(filter_size, sigma)\n",
    "# 归一化滤波器系数\n",
    "gauss = gauss / np.sum(gauss)\n",
    "\n",
    "# 使用高斯滤波器滤波\n",
    "filtered_signal = np.convolve(original_signal, gauss,'same')\n",
    "\n",
    "# 可视化滤波前和滤波后的信号\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# 滤波前信号\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(t, original_signal)\n",
    "plt.title('Original Signal')\n",
    "plt.ylabel('Amplitude')\n",
    "\n",
    "# 滤波后信号\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.plot(t, filtered_signal)\n",
    "plt.title(f'Filtered Signal (Gaussian Filter, σ = {sigma})')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Amplitude')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:deeplearing]",
   "language": "python",
   "name": "conda-env-deeplearing-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.19"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
